Thesis Projects Supervised by Selin Aydin

Current thesis projects (3)

Completed thesis projects (20)

2023 (11)

  • An Assistive Tool to Convert Jupyter Notebook to Structured Repository
    Master
  • Modelling Software Development Processes of Machine Learning Systems
    Master
  • Tool-Based Discovery of Machine Learning Software Development Processes
    Master
  • A User-Friendly Jupyter Lab Extension for Cell Recommendation
    Bachelor
  • A Knowledge Base for SE4ML
    Bachelor
  • Energy Systems - Use Cases and Digital Twins
    Master
    • Id: 2023-021
    • Student: Narmeen Falak
    • Supervisor: Selin Aydin
    • Research project: 
  • Metrics for evaluating Quality of large Scale Forecasts in the Energy Sector
    Master
    • Id: 2023-015
    • Student: Carl Guillaume
    • Supervisor: Selin Aydin
  • Experiment History Tracking for Jupyter Notebooks
    Master
  • Censored due to conference double-blind policy
    Bachelor
  • Reuse Concepts for Jupyter Notebooks
    Master
  • A consistent evaluation approach for ML models
    Master

    • 2022 (3)

    • A Catalogue of Antipatterns for Machine Learning Systems
      Master
    • Towards Jupyter Notebook to Structured Code Repository Conversion
      Master
    • A Blueprint for an Industrial Smart Building Platform
      Bachelor

      • 2021 (6)

      • Developing a DSL-based Load Generator for Timeseries Processing Systems
        Bachelor
        • Id: 2021-017
        • Student: David Kierdorf
        • Supervisor: Selin Aydin
      • Modelling and Exploration of Event-Driven Architectures
        Bachelor
        • Id: 2021-016
        • Student: Sara Prifti
        • Supervisor: Selin Aydin
      • Cloud-Native Benchmarking of Geospatial Time Series Array Storages for System Optimized Efficient Data Retrieval and Extractions
        Master
      • A framework for integration of real-time anomaly detection algorithms in timeseries streaming
        Master
        • Id: 2021-009
        • Student: Chunxia Yang
        • Supervisor: Selin Aydin
      • A framework for real time IOT stream processing with a large number of sensor specific data pipelines
        Bachelor
        • Id: 2021-008
        • Student: Phillip Kemper
        • Supervisor: Selin Aydin
      • Analyzing Distributed Systems using Tracing and Process Mining
        Master

        • Note: This list may be incomplete as our dataset does not cover the complete history of the research group.